IEEE

Swin-CFNet: An Attempt at Fine-Grained Urban Green Space Classification Using Swin Transformer and Convolutional Neural Network

Abstract: Urban green space plays a critical role in contemporary urban planning and ecology as they provide recreational space for residents, promote ecological balance, and enhance the quality of ...
GitHub

Swin-chart: An efficient approach for chart classification

Swin-Chart is a Swin Transformer-based model for chart classification across various datasets. It achieved first place in the chart classification task at the ICDAR 2023 CHART Infographics competition ...
IEEE

Swin-RGC: Swin-Transformer With Recursive Gated Convolution for Substation Equipment Non-Rigid Defect Detection

Abstract: Substation equipment defects are important factors affecting the safe operation of power grids. However, many non-rigid defects have low detection accuracy and poor robustness,due to ...
GitHub

Uniform Masking: Enabling MAE Pre-training for Pyramid-based Vision Transformers with Locality

This repo is a modification on the MAE repo. Installation and preparation follow that repo. This repo is based on timm==0.3.2, for which a fix is needed to work with PyTorch 1.8.1+. This repo is the ...